{"id":"W4288038382","doi":"10.17504/protocols.io.36wgq7woovk5/v1","title":"[RETRACTED] ProDentim UK Reviews – Read US, UK, Canada &amp;amp; Australia Reports v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01290606,0.001416252,0.002764251,0.006103113,0.007933197,0.01367016,0.006817294,0.03744926,0.1559298],"category_scores_gemma":[0.07331519,0.002119081,0.002507998,0.004650647,0.003581364,0.006026217,0.003819954,0.0179399,0.1817037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049846,"about_ca_system_score_gemma":0.02252615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0696092,"about_ca_topic_score_gemma":0.1914114,"domain_scores_codex":[0.9784455,0.002235754,0.001854999,0.001494117,0.01311978,0.002849737],"domain_scores_gemma":[0.954332,0.01201932,0.00216221,0.005328722,0.0235419,0.002615829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001071879,0.000007463641,0.00003097655,0.00006142519,0.000005287101,0.00005231306,0.00003591874,0.000006333488,0.00004995924,0.001269656,0.9963005,0.002169546],"study_design_scores_gemma":[0.00002613961,0.00001345324,0.0005696339,0.000190466,0.00001621794,0.00004829579,0.00005413961,0.0000324844,0.0001630089,0.0008767648,0.9979875,0.00002194224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001253299,0.006812665,0.001278603,0.2039697,0.08623842,0.001163236,0.007472511,0.003292478,0.6885189],"genre_scores_gemma":[0.003543632,0.001383043,0.000952933,0.1179621,0.007694661,0.0006292468,0.001370598,0.001176982,0.8652868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8440702,"threshold_uncertainty_score":0.5216372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991663925155348,"score_gpt":0.3741568188635868,"score_spread":0.2749904263480519,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}